Virtual course
Metagenomics bioinformatics
Learn about the tools, processes and analysis approaches used in the field of metagenomics.
This course will cover the use of publicly available resources to manage, share, analyse and interpret metagenomics data; including marker gene, whole gene shotgun (WGS) and assembly-based approaches.
The virtually-delivered content will involve participants learning via pre-recorded lectures and live presentations, followed by live Q&As with the trainers. Practical experience will be developed in group activities and in computational exercises run in Docker containers on our virtual training infrastructure.
Participants will need to be available between the hours of 09:00-17:00 GMT each day of the course.
Who is this course for?
This course is aimed at life scientists who are working in the field of metagenomics and are currently in the early stages of data analysis. Participants should have some prior experience of using bioinformatics in their research.
The practical sessions in the course require a basic understanding of the Unix command line and the R statistics package. If you are not already familiar with these then please ensure that you complete these free tutorials before you attend the course:
- Basic introduction to the Unix environment: www.ee.surrey.ac.uk/Teaching/Unix
- Basic R concept tutorials: www.r-tutor.com/r-introduction
What will I learn?
Learning outcomes
After this course you should be able to:
- Conduct appropriate quality control and decontamination of metagenomic data and run simple assembly pipelines on short read data
- Utilise public datasets and resources to identify relevant data for analysis
- Apply relevant tools in the analysis of metagenomic data
- Submit metagenomics data to online repositories for sharing and future analysis
- Apply knowledge in the areas of strain resolution and additional functional analysis
Course content
During this course you will learn about:
- Different types of microbiome data:
- Amplicon approaches (ribosomal RNA)
- Whole genome shotgun (WGS) approaches
- Assembly and metagenome assembled genomes (MAGs)
- Data analysis: MGnify, HMMER, InterPro, GO, FASTQC, and pathway analyses
- Data standards and submission:
- Microbiome data analysis workflow
Trainers
Lorna Richardson
EMBL-EBI Varsha Kale
EMBL-EBI Josephine Burgin
EMBL-EBI Juan Caballero Perez
EMBL-EBI Martin Beracochea
EMBL-EBI Ben Allen
Newcastle University Tatiana Gurbich
EMBL-EBI Sandy Alexander Rogers
EMBL-EBI Chris Quince
Warwick Medical School, UK Sebastien Raguideau
Warwick Medical School, UK Georg Zeller
EMBL Heidelberg Jakob Wirbel
EMBL Heidelberg
EMBL-EBI
EMBL-EBI
EMBL-EBI
EMBL-EBI
EMBL-EBI
Newcastle University
EMBL-EBI
EMBL-EBI
Warwick Medical School, UK
Warwick Medical School, UK
EMBL Heidelberg
EMBL Heidelberg
Programme
All times given in Greenwich Mean Time (GMT).
|
Time |
Subject |
Trainer |
|
Day 1 – Monday 8 November Introductions, QC & host decontamination, assembly |
||
|
09:00-09:30 |
Arrival, check-in and hangout |
Patricia Carvajal López & Juanita Riveros |
|
09:30-10:00 |
Introduction to virtual training |
Patricia Carvajal López |
|
10:00-10:30 |
Participant introductions and networking |
All |
|
10:30-10:45 |
Break |
|
|
10:45-11:15 |
Course introduction |
Lorna Richardson |
|
11:15-12:00 |
Quality control and host-decontamination - lecture + Q&A |
Varsha Kale |
|
12:00-12:45 |
QC & decontamination - practical |
Varsha Kale |
|
12:45-13:00 |
QC & decontamination - practical recap |
Varsha Kale |
|
13:00-14:00 |
Lunch Break |
|
|
14:00-15:00 |
European Nucleotide Archive – lecture + Q&A |
Josephine Burgin |
|
15:00-15:15 |
Break |
|
|
15:15-16:30 |
Tools to assemble metagenomes |
Juan Caballero |
|
16:30-17:00 |
Flash talks |
All |
|
17:00 |
End of day |
|
|
Day 2 – Tuesday 9 November Functional analysis & MGnify services |
||
|
09:30-09:45 |
Arrival, check-in and hangout |
Patricia Carvajal López & Juanita Riveros |
|
09:45-10:00 |
Group activity |
All |
|
10:00-11:00 |
MGnify services – lecture + Q&A |
Martin Beracochea |
|
11:00-11:15 |
Break |
|
|
11:15-12:15 |
MGnify services – practical |
Martin Beracochea |
|
12:15-12:30 |
MGnify services – practical recap |
Martin Beracochea |
|
12:30-13:30 |
Lunch Break |
|
|
13:30-14:30 |
MGnify and R - lecture + Q&A |
Ben Allen |
|
14:30-15:30 |
MGnify and R - practical |
Ben Allen |
|
15:30-15:45 |
Break |
|
|
15:45-16:00 |
MGnify and R - Practical recap |
Ben Allen |
|
16:00-16:30 |
Flash talks |
All |
|
16:30 |
End of day |
|
|
Day 3 – Wednesday 10 November Assembly binning, MAGs and submission to ENA |
||
|
09:30-09:45 |
Arrival, check-in and hangout |
Patricia Carvajal López & Juanita Riveros |
|
09:45-10:00 |
Group activity |
All |
|
10:00-11:00 |
Assembly, binning and MAG generation – lecture + Q&A |
Tanya Gurbich |
|
11:00-11:15 |
Break |
|
|
11:15-12:30 |
Assembly, binning and MAG generation – practical |
Tanya Gurbich |
|
12:30-13:30 |
Lunch Break |
|
|
13:30-15:00 |
Assembly, binning and MAG generation – practical |
Tanya Gurbich |
|
15:00-15:15 |
Assembly, binning and MAG generation – practical recap |
Tanya Gurbich |
|
15:15-15:30 |
Break |
|
|
15:30-16:30 |
ENA Metagenomics Standards – lecture + Q&A |
Josephine Burgin |
|
16:30-17:00 |
Flash talks |
All |
|
17:00 |
End of day |
|
|
Day 4 – Thursday 11 November MGnify resources and strain resolution |
||
|
09:30-09:45 |
Arrival, check-in and hangout |
Patricia Carvajal López & Juanita Riveros |
|
09:45-10:00 |
Group activity |
All |
|
10:00-11:00 |
MGnify MAG resources – lecture + Q&A |
Sandy Rogers |
|
11:00-11:15 |
Break |
|
|
11:15-12:15 |
MGnify MAG resources - practical |
Sandy Rogers |
|
12:15-12:30 |
MGnify MAG resources - practical recap |
Sandy Rogers |
|
12:30-13:30 |
Lunch Break |
|
|
13:30-14:30 |
Strain resolution - lecture |
Chris Quince |
|
14:30-15:30 |
Strain resolution - practical |
Sebastien Raguideau |
|
15:30:15:45 |
Break |
|
|
15:45-16:15 |
Strain resolution - practical |
Sebastien Raguideau |
|
16:15-16:30 |
Strain resolution - practical recap |
Sebastien Raguideau |
|
16:30-17:00 |
Flash talks |
All |
|
17:00 |
End of day |
|
|
Day 5 – Friday 12 November Comparative metagenome analysis |
||
|
09:30-09:45 |
Arrival, check-in and hangout |
Patricia Carvajal López & Juanita Riveros |
|
09:45-10:45 |
Comparative metagenome analysis – lecture + Q&A |
Georg Zeller |
|
10:45-11:00 |
Break |
|
|
11:00-13:00 |
Comparative metagenome analysis – practical +Q&A |
Jakob Wirbel & Georg Zeller |
|
13:00-13:15 |
Final course Q&A |
|
|
13:15-13:30 |
Course wrap-up and feedback |
Patricia Carvajal López |
|
13:30 |
End of course |
|
Please read our page on application advice before starting your application. In order to be considered for a place on this course, you must do the following:
- Complete the online application form providing answers as directed
- Ensure you add relevant information to the "Application submission" section where you are asked to provide three 100-word paragraphs that cover your:
- scientific biography/work experience
- current research interests
- Upload a letter of support from your supervisor or a senior colleague detailing reasons why you should be selected for the course
Please submit all documents during the application process by 23:59 GMT, Friday 3rd September.
Incomplete applications will not be considered.
All applicants will be informed of the status of their application (successful, waiting list, rejected) by Monday 27 September.
Participant flash talks
There will be an opportunity for all participants to give a short presentation as part of the course covering their work. These will offer a chance to share research with the other participants and an opportunity for them and trainers to ask questions. Further details will be provided following registration.